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Choose a consistent error handling approach: exceptions, Result types, or error callbacks Use when maintaining consistent code style. Style category skill.

Subclasses must honor the contract of their parent class Use when designing system architecture. Architecture category skill.

Prefer async/await over Use when maintaining consistent code style. Style category skill.

Each class should encapsulate a single concept or responsibility Use when designing system architecture. Architecture category skill.

Group related files together by feature or module rather than by type Use when maintaining consistent code style. Style category skill.

Design components that can be extended without modifying existing code Use when designing system architecture. Architecture category skill.

Create skills to extend the Databricks Assistant with specialized capabilities. Skills follow the open standard of Agent Skills. Skills package domain-specific knowledge and workflows that the Assistant can load when relevant to perform specific tasks. Skills can include guidance, best practices, reusable code, and executable scripts. Skills should be tailored for domain-specific tasks. With skills, you can provide greater context (such as scripts, examples, and other resources) for a task than you can with instructions.

No description available

--- name: agent-analyze-code-quality description: Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality ---

PAI (Personal AI Infrastructure) - Your AI system core. AUTO-LOADS at session start. USE WHEN any session begins OR user asks about PAI identity, response format, stack preferences, security protocols, or delegation patterns.

攻防秘典索引。渗透测试、代码审计、红队攻击、蓝队防御、威胁情报、漏洞研究。当魔尊提到安全、渗透、攻防、红队、蓝队、漏洞时路由到此。

AI/LLM 能力索引。Agent 开发、LLM 安全、RAG 系统。当用户提到 AI、LLM、Agent、RAG、Prompt 时路由到此。

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Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.

Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation.

For each kubectl-ai usage, document in `history/prompts/kubectl-ai-phase4.md`: ````markdown ## kubectl-ai Operation: [Operation Name]

No description available

Use this skill when: - Planning CrewAI workflow architecture (FUTURE) - Setting up CrewAI as a NestJS application (FUTURE) - Configuring webhook status tracking for CrewAI (FUTURE) - Wrapping CrewAI endpoints as API agents (FUTURE)

When invoked, this skill will:

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Implement consistent error handling patterns across the codebase.

Manage project dependencies, resolve conflicts, and keep packages up to date.

Guidelines describing how to test the code. Use whenever writing new or updating existing code, for example after implementing a new feature or fixing a bug.

Comprehensive implementation of latent space analysis, manifold learning, VAE geometry, and disentanglement metrics. This skill provides advanced tools for understanding and optimizing the geometric properties of learned representations.

Evaluate company valuation using multiple methods including P/E, P/S, EV/EBITDA, DCF analysis. Use when determining if a stock is fairly valued, undervalued, or overvalued.

Simple flat terrain for movement testing.

Commit unstaged changes, push changes, submit a pull request.

You are now acting as a specialized UI/Frontend expert for this Next.js 15 flight booking application. You have comprehensive knowledge of the UI architecture, component patterns, styling approach, state management, and best practices specific to this project.

PROACTIVELY use this skill when users mention building, creating, or developing any web application, API, dashboard, portal, platform, or service. Automatically activate when users ask about tech stacks, frameworks, or how to build something. This skill launches parallel research agents to explore options across any stack. Trigger on keywords like "build", "create", "develop", "app", "website", "API", "backend", "frontend", "database", "what should I use", "best way to", "options for", or any technology-related questions about web development.

An easy way to force agent to think again if it's statement that the "Job is done and production ready" is actually done - usually it's not. This skill ensures that that the AI agent verifies their task and user does not have to check after the agent if they did their job.

This design style guide captures the sophisticated, professional aesthetic of premium medical wellness websites. The approach balances clinical credibility with approachable warmth, creating trust while maintaining accessibility.

[角色] 你是废才，一名资深的产品经理，拥有在Google，facebook，微软等多家世界级互联网公司多年的工作经验。最近就职于Openai，负责ChatGPT产品的的研发工作。擅长撰写清晰明了的产品需求文档。

Este es un sistema Next.js para recopilar información de clientes que solicitan cotizaciones de desarrollo de software.

This skill should be **automatically invoked** when: - User mentions committing code or pushing to git - Discussing code review or security concerns - Before any production deployment - When credentials, passwords, or API keys are mentioned - User asks about vulnerabilities or security best practices - Pre-commit validation is needed

Ensures maximum code reuse through template components, view mixins, and abstract models. Auto-applies DRY principles and creates reusable Django patterns.

Define infrastructure using Terraform, CloudFormation, and Pulumi for reproducible deployments

Write comprehensive technical documentation including architecture docs, ADRs, and developer guides

Generate comprehensive unit tests with Jest, Vitest, and pytest for various programming languages

Optimize backend with caching, query optimization, and performance profiling

Generate API docs using OpenAPI/Swagger, TSDoc, and interactive documentation

Document and maintain a comprehensive inventory of all technologies used in your project to enable effective team onboarding and technology decisions. Include your runtime/framework (Node.js, Python, Java, Go, etc.), backend framework (Express, Django, Spring, etc.), frontend framework (React, Vue, Angular, Svelte, etc.), and CSS approach (Tailwind, Bootstrap, BEM, CSS modules, etc.). Document your database choices (PostgreSQL, MongoDB, etc.), ORM or query builder (Prisma, SQLAlchemy, Hibernate, Knex, etc.), and caching strategy (Redis, Memcached, etc.). List testing frameworks and tools (Jest, Pytest, Mocha, etc.), code quality tools (ESLint, Prettier, TypeScript, Rust type system, etc.), and monitoring/logging solutions. Document your deployment infrastructure (AWS, GCP, Azure, Vercel, Heroku, etc.), CI/CD platform (GitHub Actions, GitLab CI, Jenkins, etc.), and containerization approach (Docker, Kubernetes, etc.). Include third-party services for authentication (Auth0, Firebase, custom), email delivery (SendGrid, Mailgun, etc.), payment processing (Stripe, etc.), and monitoring (DataDog, New Relic, etc.). Update this documentation whenever you add or change technologies so your team always has accurate information. Use this skill when documenting a project's technology choices and rationale, selecting a framework or runtime for new projects, choosing frontend libraries and tools, evaluating databases and storage solutions, selecting testing frameworks and QA tools, setting up CI/CD and deployment infrastructure, integrating third-party services, updating project technology documentation, onboarding new developers to understand the tech stack, evaluating technology alternatives and migration paths, and managing dependencies and versions.

[STUB - NOT IMPLEMENTED] Infrastructure validation test skill. Returns hardcoded placeholder data for testing purposes only. Real implementation would query FDA/CT.gov for GLP-1 diabetes drug approvals. NOTE: Use glp1-fda-drugs skill for actual GLP-1 FDA approved drugs.

Retrieves orphan drugs approved for rare neurological diseases in past 3 years. Focuses on ALS, Duchenne, Huntington's, SMA, and other neurological orphan designations.

xlmakeの機能追加、更新時に必ず参照するスキル。

Expert in machine learning and deep learning, covering frameworks (PyTorch, TensorFlow, JAX), model architectures (Transformers, CNNs, RNNs, GANs), training techniques, optimization, deployment, and ML systems. Use when discussing neural networks, model training, hyperparameter tuning, or ML infrastructure.

Enterprise AI-powered user expertise detection with behavioral analysis, communication pattern recognition, code complexity assessment, Context7 integration, and adaptive response calibration; activates for personalized guidance generation, complexity adjustment, tutorial depth selection, and communication style matching

This skill defines best practices for writing Python code within TouchDesigner projects.

Comprehensive web application vulnerability testing techniques including SQLi, XSS, LFI, RFI, and authentication bypass

Guide for making code reviews. Use this when asked to make code reviews, or ask to use it before committing changes.

テスト方針・カバレッジ基準・テスト設計ガイド。 「テストを書いて」「テスト作成」時に参照。 品質の高いテストコード作成を支援。

Validates integration points and ensures components work together correctly. Activates via codeword [ACTIVATE:INTEGRATION_VALIDATOR_V1] injected by hooks when entering Phase 9 integration testing. Activation trigger: [ACTIVATE:INTEGRATION_VALIDATOR_V1]

从提供的资源中获取文章草稿信息。

Implement DeFi 프로토콜 와 함께 프로덕션 준비 완료 템플릿 위한 staking, AMMs, governance, 및 lending 시스템. Use 때 구축 분산된 finance 애플리케이션 또는 smart 계약 프로토콜.

Call codex to perform a task.

Release prep workflow (notes, checklist, version bump guidance) using swarm-release-manager.

This skill enables Claude to monitor and analyze CPU usage patterns within applications. It helps identify CPU hotspots, analyze algorithmic complexity, and detect blocking operations. Use this skill when the user asks to "monitor CPU usage", "optimize CPU performance", "analyze CPU load", or "find CPU bottlenecks". It assists in identifying inefficient loops, regex performance issues, and provides optimization recommendations. This skill is designed for improving application performance by addressing CPU-intensive operations.

PROACTIVE AUTO-LOADING: Automatically detects and loads AGENTS.md files from the current working directory when starting a session or changing directories. This skill ensures agent-specific instructions are incorporated into Claude Code's context alongside CLAUDE.md, enabling specialized agent behaviors. Triggers automatically when Claude detects it's working in a directory, when starting a new session, or when explicitly requested to "load agent context" or "check for AGENTS.md file".

This skill utilizes the data-validation-engine plugin to ensure database integrity. It automatically validates data types, ranges, formats, referential integrity, and business rules. Use this skill when you need to implement data validation, enforce constraints, or improve data quality within a database. It is triggered by requests for "data validation", "database integrity", or "validation rules". The plugin supports multi-database environments and production-ready implementations.

This skill enables Claude to check session security implementations within a codebase. It analyzes session management practices to identify potential vulnerabilities. Use this skill when a user requests to "check session security", "audit session handling", "review session implementation", or asks about "session security best practices" in their code. It helps identify issues like insecure session IDs, lack of proper session expiration, or insufficient protection against session fixation attacks. This skill leverages the session-security-checker plugin. Activates when you request "checking session security" functionality.

Refactorise du code en améliorant sa qualité sans changer son comportement

Explique du code de manière claire avec des analogies

Analyze codebases for quality, complexity, and potential issues

Work safely in Python codebases (tooling, typing, structure, data safety).

Automates the complete release process for npm modules - version bump, changelog, git tag, npm publish, GitHub release

Run pre-commit and pytest, then summarize issues

状況起因処理、バトル、無限ループ、コピーの処理など、その他の補助ルール（全文）

Agent skill for analyze-code-quality - invoke with $agent-analyze-code-quality

Agent skill for specification - invoke with $agent-specification

Agent skill for code-analyzer - invoke with $agent-code-analyzer

Agent skill for code-goal-planner - invoke with $agent-code-goal-planner

Agent skill for agentic-payments - invoke with $agent-agentic-payments

Agent skill for migration-plan - invoke with $agent-migration-plan

Agent skill for docs-api-openapi - invoke with $agent-docs-api-openapi

Agent skill for refinement - invoke with $agent-refinement

Agent skill for swarm-issue - invoke with $agent-swarm-issue

Agent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm

Agent skill for sync-coordinator - invoke with $agent-sync-coordinator

GitHub workflow automation, PR management, issue tracking, and code review coordination. Integrates with GitHub Actions and repository management. Use when: PR creation, code review, issue management, release automation, workflow setup. Skip when: local-only changes, non-GitHub repositories.

env file merger thing - I have .env.example and .env.local and .env.production and i always mess up which v...

Review uncommitted changes

Simplify and clean code

Deep nightly reflection. Self-improvement, research, pattern recognition. Runs in background with no user interaction.

Perform invasive environment audits, psychological meta-analysis, and automatic Git synchronization. Use when requested to "scout" the system, analyze user mindset, or maintain an elite-level environment overview.

Create a fresh milestone and initialize its roadmap phases.

Show intended implementation assumptions before planning/execution.

Plan one roadmap phase into small, executable tasks.

Create a focused fix plan for a bug or regression.